Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation
To study the causes of the 2021 Great Resignation, we use text analysis and investigate the changes in work- and quit-related posts between 2018 and 2021 on Reddit. We find that the Reddit discourse evolution resembles the dynamics of the U.S. quit and layoff rates. Furthermore, when the COVID-19 pandemic started, conversations related to working from home, switching jobs, work-related distress, and mental health increased, while discussions on commuting or moving for a job decreased. We distinguish between general work-related and specific quit-related discourse changes using a difference-in-differences method. Our main finding is that mental health and work-related distress topics disproportionally increased among quit-related posts since the onset of the pandemic, likely contributing to the quits of the Great Resignation. Along with better labor market conditions, some relief came beginning-to-mid-2021 when these concerns decreased. Our study underscores the importance of having access to data from online forums, such as Reddit, to study emerging economic phenomena in real time, providing a valuable supplement to traditional labor market surveys and administrative data.
Funding
SFI Centre for Research Training in Foundations of Data Science
Science Foundation Ireland
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Publication
EPJ Data Science, 2023, 12, (49)Publisher
Springer OpenOther Funding information
MDRC acknowledges funding from James S. McDonnel Foundation. MSF acknowledges funding from Science Foundation Ireland under Grant number 18/CRT/6049. LS acknowledges financial support from Invesco through their philanthropic donation to Cambridge Judge Business School. We would also like to thank the organisers of SICSS London2021 for helping us kick-start this project and the Complexity Science Hub for funding the Workshop on the Great ResignatioAlso affiliated with
- MACSI - Mathematics Application Consortium for Science & Industry
Sustainable development goals
- (3) Good Health and Well-being
- (8) Decent Work and Economic Growth
External identifier
Department or School
- Mathematics & Statistics